52 citations · 149 across the 6 of their papers we have counts for
7 papers
Diffsurv: Differentiable sorting for censored time-to-event data
Andre Vauvelle, Benjamin Wild, Aylin Cakiroglu +2
Survival analysis is a crucial semi-supervised task in machine learning with numerous real-world applications, particularly in healthcare. Currently, the most common approach to su…
The Multi-Agent Behavior Dataset: Mouse Dyadic Social Interactions
Jennifer J. Sun, Tomomi Karigo, Dipam Chakraborty +8
Multi-agent behavior modeling aims to understand the interactions that occur between agents. We present a multi-agent dataset from behavioral neuroscience, the Caltech Mouse Social…
BioTracker: An Open-Source Computer Vision Framework for Visual Animal Tracking
Hauke Jürgen Mönck, Andreas Jörg, Tobias von Falkenhausen +7
The study of animal behavior increasingly relies on (semi-) automatic methods for the extraction of relevant behavioral features from video or picture data. To date, several specia…
Tracking all members of a honey bee colony over their lifetime
Franziska Boenisch, Benjamin Rosemann, Benjamin Wild +3
Computational approaches to the analysis of collective behavior in social insects increasingly rely on motion paths as an intermediate data layer from which one can infer individua…
Automatic localization and decoding of honeybee markers using deep convolutional neural networks
Benjamin Wild, Leon Sixt, Tim Landgraf
The honeybee is a fascinating model animal to investigate how collective behavior emerges from (inter-)actions of thousands of individuals. Bees may acquire unique memories through…
Automatic detection and decoding of honey bee waggle dances
Fernando Wario, Benjamin Wild, Raúl Rojas +1
The waggle dance is one of the most popular examples of animal communication. Forager bees direct their nestmates to profitable resources via a complex motor display. Essentially,…